Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark rodinia.

Project Site

lava.cs.virginia.edu

Test Created

23 January 2013

Last Updated

9 July 2020

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

1 Minute, 17 Seconds

Average Run Time

20 Minutes, 55 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenMPI + OpenCL

Accolades

100k+ Downloads

Supported Platforms

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsRodinia Popularity Statisticspts/rodinia2013.012013.042013.072013.102014.012014.042014.072014.102015.012015.042015.072015.102016.012016.042016.072016.102017.012017.042017.072017.102018.012018.042018.072018.102019.012019.042019.072019.102020.012020.042020.072020.102021.012021.047K14K21K28K35K
* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
Data current as of Mon, 10 May 2021 16:16:27 GMT.
OpenMP Leukocyte18.1%OpenMP CFD Solver18.8%OpenMP Streamcluster18.7%OpenCL Particle Filter8.3%OpenMP LavaMD21.2%OpenMP HotSpot3D14.9%Test Option PopularityOpenBenchmarking.org

Revision History

pts/rodinia-1.3.1   [View Source]   Thu, 09 Jul 2020 18:37:47 GMT
Drop OpenMP Myocyte.

pts/rodinia-1.3.0   [View Source]   Tue, 23 Jun 2020 12:01:54 GMT
Update against upstream Rodinia 3.1, increase the intensity of some of the problems.

pts/rodinia-1.2.2   [View Source]   Thu, 08 Oct 2015 15:59:24 GMT
Rodinia works on BSD.

pts/rodinia-1.2.1   [View Source]   Thu, 07 Nov 2013 09:07:01 GMT
Add opencl as external dependency.

pts/rodinia-1.2.0   [View Source]   Thu, 07 Nov 2013 07:59:47 GMT
Few more Rodinia OpenCL improvements.

pts/rodinia-1.1.1   [View Source]   Thu, 07 Nov 2013 07:35:14 GMT
Update Rodinia OpenCL Heartwall and Myocyte tests.

pts/rodinia-1.1.0   [View Source]   Thu, 07 Nov 2013 01:03:48 GMT
Update against upstream Rodinia 2.4 release. Also incorporate OpenCL tests to complement OpenMP tests.

pts/rodinia-1.0.0   [View Source]   Wed, 23 Jan 2013 16:16:40 GMT
Publish Rodinia 2.2 accelerator benchmarks.

Suites Using This Test

Multi-Core

OpenCL

Common Workstation Benchmarks

CPU Massive

Server CPU Tests

HPC - High Performance Computing

NVIDIA GPU Compute


Performance Metrics

Analyze Test Configuration:

Rodinia 3.1

Test: OpenMP Streamcluster

OpenBenchmarking.org metrics for this test profile configuration based on 965 public results since 23 June 2020 with the latest data as of 9 May 2021.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
# Matching Public Results
Seconds (Average)
AMD EPYC 7763 64-Core
100th
7
5.9 +/- 0.1
AMD EPYC 75F3 32-Core
99th
7
6.1 +/- 0.1
AMD EPYC 7713 64-Core
99th
5
6.3 +/- 0.9
2 x AMD EPYC 7513 32-Core
99th
4
6.3
AMD EPYC 7543 32-Core
98th
4
6.5
AMD EPYC 74F3 24-Core
97th
4
6.8
AMD EPYC 73F3 16-Core
97th
4
6.9
2 x AMD EPYC 7713 64-Core
96th
5
7.5
2 x AMD EPYC 7543 32-Core
94th
4
7.8
2 x AMD EPYC 75F3 32-Core
94th
8
7.9 +/- 0.1
2 x AMD EPYC 7763 64-Core
94th
10
7.9 +/- 0.1
2 x Intel Xeon Platinum 8380
93rd
3
7.9 +/- 0.2
AMD Ryzen Threadripper 3990X 64-Core
93rd
4
8.1 +/- 0.1
AMD EPYC 7742 64-Core
91st
9
8.8 +/- 0.8
AMD EPYC 7662 64-Core
90th
11
8.9 +/- 0.1
AMD EPYC 7642 48-Core
89th
10
9.2
2 x AMD EPYC 7552 48-Core
87th
5
9.8
Intel Xeon Gold 6258R
87th
3
9.8
Intel Xeon Gold 6226R
85th
6
10.0 +/- 0.1
2 x Intel Xeon Gold 6250
85th
4
10.0 +/- 0.1
Intel Xeon Platinum 8280
85th
5
10.0 +/- 0.3
2 x AMD EPYC 7742 64-Core
84th
28
10.0 +/- 0.3
AMD EPYC 7532 32-Core
82nd
10
10.4 +/- 0.6
2 x AMD EPYC 7F72 24-Core
81st
14
10.6 +/- 0.2
2 x AMD EPYC 7642 48-Core
81st
3
10.7
Intel Xeon Gold 5218
80th
7
10.8 +/- 0.2
Intel Xeon Gold 5220R
79th
4
10.9 +/- 0.6
2 x AMD EPYC 73F3 16-Core
79th
4
10.9
2 x Intel Xeon Gold 6258R
77th
4
11.4 +/- 0.3
2 x Intel Xeon Gold 5220R
76th
13
11.4 +/- 0.3
Mid-Tier
75th
> 11.5
2 x Intel Xeon Gold 6230R
74th
3
11.7 +/- 0.1
Intel Xeon Silver 4216
73rd
7
11.8 +/- 0.9
2 x Intel Xeon Platinum 8280
73rd
22
11.9 +/- 0.6
2 x AMD EPYC 7502 32-Core
72nd
3
12.1
2 x AMD EPYC 7402 24-Core
70th
4
12.3 +/- 0.2
Intel Xeon Gold 5217
70th
10
12.4 +/- 0.2
2 x Intel Xeon Gold 6138
70th
5
12.4 +/- 0.5
AMD EPYC 7552 48-Core
70th
10
12.4 +/- 0.4
Intel Xeon Silver 4214R
70th
4
12.5
2 x AMD EPYC 7542 32-Core
67th
5
13.0 +/- 0.2
2 x AMD EPYC 7452 32-Core
67th
5
13.1 +/- 0.5
2 x AMD EPYC 7352 24-Core
67th
4
13.1 +/- 0.1
2 x Intel Xeon Silver 4214R
66th
4
13.3
2 x Intel Xeon Silver 4215R
65th
4
13.6 +/- 0.2
2 x AMD EPYC 7532 32-Core
64th
5
13.7 +/- 0.3
Intel Core i7-7900X
63rd
3
13.8 +/- 0.2
AMD EPYC 7502P 32-Core
62nd
18
14.1 +/- 0.5
AMD EPYC 7F52 16-Core
61st
14
14.1 +/- 0.5
Intel Xeon Silver 4215R
61st
4
14.1 +/- 0.2
AMD EPYC 7402P 24-Core
59th
19
14.5 +/- 0.6
AMD EPYC 7F72 24-Core
59th
15
14.5 +/- 0.1
AMD EPYC 7542 32-Core
59th
8
14.5 +/- 0.2
Intel Core i9-10980XE
56th
15
14.7 +/- 0.3
AMD EPYC 7502 32-Core
56th
3
14.7
AMD Ryzen 9 5950X 16-Core
55th
10
14.7 +/- 1.8
AMD EPYC 7452 32-Core
55th
5
14.8
2 x Intel Xeon Silver 4210
54th
3
15.0
AMD Ryzen Threadripper 3970X 32-Core
52nd
5
15.2 +/- 1.1
AMD EPYC 7232P 8-Core
51st
19
15.5 +/- 0.1
Median
50th
15.5
AMD Ryzen 7 5800X 8-Core
50th
4
15.6
Intel Core i7-11700K
49th
3
15.9 +/- 0.1
AMD Ryzen 5 5600X 6-Core
48th
4
16.8
Intel Core i9-11900K
46th
7
17.0
2 x AMD EPYC 7F52 16-Core
45th
8
17.3 +/- 0.5
Intel Core i5-11600K
44th
3
17.4
AMD EPYC 7302P 16-Core
43rd
19
17.6 +/- 0.4
AMD EPYC 7272 12-Core
40th
8
18.1 +/- 1.6
AMD EPYC 7601 32-Core
40th
4
18.1 +/- 0.5
Intel Core i5-10600K
39th
14
18.2 +/- 0.3
AMD Ryzen Threadripper 2950X 16-Core
39th
3
18.3 +/- 1.1
Intel Core i9-10900K
39th
18
18.4 +/- 1.7
AMD EPYC 7252 8-Core
39th
3
18.4
AMD EPYC 7282 16-Core
38th
10
18.5 +/- 0.3
AMD Ryzen Threadripper 3960X 24-Core
37th
14
19.1 +/- 0.2
AMD EPYC 7262 8-Core
37th
3
19.2
Intel Xeon E5-2687W v3
36th
3
19.3 +/- 0.5
AMD EPYC 7352 24-Core
36th
5
19.4
AMD EPYC 7F32 8-Core
34th
14
19.8 +/- 1.4
2 x AMD EPYC 7F32 8-Core
34th
5
20.0
AMD Ryzen 7 1800X Eight-Core
32nd
3
20.2
AMD Ryzen 3 3300X 4-Core
32nd
8
20.8 +/- 0.6
Intel Core i7-9750H
31st
5
21.1 +/- 0.2
AMD Ryzen 7 2700 Eight-Core
31st
3
21.2 +/- 0.1
Intel Core i7-7700K
30th
3
21.3
2 x AMD EPYC 7262 8-Core
28th
9
21.5 +/- 0.2
AMD Ryzen 9 5900X 12-Core
28th
14
21.6 +/- 0.2
Intel Core i7-7740K
26th
5
21.8 +/- 0.1
Low-Tier
25th
> 21.8
AMD Ryzen 9 3900XT 12-Core
25th
13
21.9 +/- 0.7
AMD Ryzen 9 3900X 12-Core
25th
8
22.0 +/- 2.6
2 x AMD EPYC 7601 32-Core
24th
4
22.6 +/- 0.2
2 x AMD EPYC 7272 12-Core
23rd
5
24.1 +/- 0.5
AMD Ryzen 9 3950X 16-Core
22nd
7
25.6 +/- 0.2
Intel Core i3-10100
21st
5
25.8
AMD Ryzen 5 4500U
19th
16
26.9 +/- 0.2
AMD Ryzen Threadripper 2990WX 32-Core
18th
4
27.2 +/- 0.3
AMD Ryzen 7 2700X Eight-Core
17th
3
27.4 +/- 0.1
Intel Xeon E3-1270 v5
17th
3
27.8
Intel Core i7-5960X
16th
4
28.0 +/- 0.1
Intel Xeon E3-1245 v5
16th
3
28.7
2 x AMD EPYC 7252 8-Core
15th
8
29.1 +/- 0.2
Intel Xeon E3-1280 v5
14th
3
30.3
Intel Xeon E3-1260L v5
14th
3
30.9 +/- 0.1
Intel Xeon E5-2609 v4
13th
3
31.8 +/- 0.1
AMD Ryzen 7 3700X 8-Core
13th
6
32.1 +/- 4.7
Intel Core i7-6700HQ
13th
3
32.1 +/- 0.2
AMD Ryzen 7 PRO 4750G
12th
6
33.6 +/- 1.2
AMD Ryzen 7 3800XT 8-Core
12th
7
33.9 +/- 0.2
AMD Ryzen 7 1700 Eight-Core
10th
4
35.0 +/- 4.8
AMD Ryzen 3 1300X
10th
3
35.1 +/- 0.2
Intel Core i7-4960X
9th
3
36.6
Intel Pentium Gold G6400
9th
4
36.6
Intel Core i7-5600U
7th
3
40.7 +/- 0.2
Intel Core i5-5300U
5th
3
47.0 +/- 0.2
Intel Xeon E3-1235L v5
5th
3
48.0 +/- 0.1
Ampere Altra ARMv8 Neoverse-N1 160-Core
4th
6
51.9 +/- 1.4
Intel Core i7-3770K
3rd
3
56.8 +/- 0.2
AMD Ryzen 3 3200U
3rd
4
57.6 +/- 0.4
AMD A10-7850K APU
2nd
3
64.0
Intel Celeron G5900
2nd
5
76.0 +/- 2.0
Intel Core i5-2520M
1st
3
77.0
OpenBenchmarking.orgDistribution Of Public Results - Test: OpenMP Streamcluster965 Results Range From 5 To 109 Seconds51423324150596877869510411380160240320400

Based on OpenBenchmarking.org data, the selected test / test configuration (Rodinia 3.1 - Test: OpenMP Streamcluster) has an average run-time of 2 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTest: OpenMP StreamclusterRun-Time3691215Min: 1 / Avg: 1.71 / Max: 8

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: OpenMP StreamclusterDeviation3691215Min: 0 / Avg: 1.07 / Max: 9

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseRodinia CPU Core ScalingTest: OpenMP Streamcluster468121620243248641281.49382.98764.48145.97527.469

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set
Support
Instructions Detected
SSE2 (SSE2)
Used by default on supported hardware.
 
MOVAPD XORPD UNPCKLPD MOVDQA MOVD SUBSD DIVSD MULSD ADDSD UCOMISD SQRTSD CVTSI2SD MOVUPD MOVHPD PUNPCKLQDQ
Last automated analysis: 10 May 2021

This test profile binary relies on the shared libraries libm.so.6, libgomp.so.1, libc.so.6, libdl.so.2, libpthread.so.0.

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